wxt
91 lines
1.8 KiB
Nix
91 lines
1.8 KiB
Nix
{
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lib,
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buildPythonPackage,
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fetchFromGitHub,
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cython,
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joblib,
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matplotlib,
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numpy,
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pandas,
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scikit-learn,
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scipy,
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statsmodels,
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urllib3,
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pythonOlder,
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python,
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pytest7CheckHook,
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setuptools,
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}:
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buildPythonPackage rec {
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pname = "pmdarima";
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version = "2.0.4";
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pyproject = true;
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disabled = pythonOlder "3.7";
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src = fetchFromGitHub {
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owner = "alkaline-ml";
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repo = "pmdarima";
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tag = "v${version}";
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hash = "sha256-LHwPgQRB/vP3hBM8nqafoCrN3ZSRIMWLzqTqDOETOEc=";
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};
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postPatch = ''
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substituteInPlace pyproject.toml \
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--replace-fail "numpy==" "numpy>=" \
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--replace-fail "scipy==" "scipy>=" \
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--replace-fail "statsmodels==" "statsmodels>="
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'';
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env = {
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GITHUB_REF = "refs/tags/v${version}";
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};
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preBuild = ''
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python build_tools/get_tag.py
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'';
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nativeBuildInputs = [ cython ];
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build-system = [
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setuptools
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];
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dependencies = [
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joblib
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numpy
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pandas
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scikit-learn
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scipy
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statsmodels
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urllib3
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];
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# Make sure we're running the tests for the actually installed
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# package, so that cython's compiled files are available.
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preCheck = ''
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cd $out/${python.sitePackages}
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'';
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nativeCheckInputs = [
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matplotlib
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pytest7CheckHook
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];
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disabledTests = [
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# touches internet
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"test_load_from_web"
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];
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pythonImportsCheck = [ "pmdarima" ];
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meta = {
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description = "Statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function";
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homepage = "https://github.com/alkaline-ml/pmdarima";
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changelog = "https://github.com/alkaline-ml/pmdarima/releases/tag/v${version}";
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license = lib.licenses.mit;
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maintainers = with lib.maintainers; [ mbalatsko ];
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};
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}
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